diff --git a/doc/htmldoc/connect_nest/nest_server.rst b/doc/htmldoc/connect_nest/nest_server.rst
index 45f4782222..87d3212259 100644
--- a/doc/htmldoc/connect_nest/nest_server.rst
+++ b/doc/htmldoc/connect_nest/nest_server.rst
@@ -79,9 +79,9 @@ consideration, each of the restrictions can be disabled by setting a correspondi
* ``NEST_SERVER_DISABLE_AUTH``: By default, the NEST Server requires a NESTServerAuth tokens. Setting this variable to
``1`` disables this restriction. A token is automatically created and printed to the console by NEST Server upon
start-up. If needed, a custom token can be set using the environment variable ``NEST_SERVER_ACCESS_TOKEN``
-* ``NEST_SERVER_CORS_ORIGINS``: By default, the NEST Server only allows requests from localhost (see `CORS
- `_). Other hosts can be explicitly allowed by supplying them
- in the form `http://host_or_ip:*`` to this variable (By default: http://localhost:*).
+* ``NEST_SERVER_CORS_ORIGINS``: By default, the NEST Server only allows requests from localhost (see
+ `CORS `_). Other hosts can be explicitly allowed by supplying them
+ in the form http://host_or_ip:\* to this variable (By default: http://localhost:\*).
* ``NEST_SERVER_ENABLE_EXEC_CALL``: By default, NEST Server only allows calls to its PyNEST-like API. If the use-case
requires the execution of scripts via the ``/exec`` route, this variable can be set to ``1``. PLEASE BE AWARE THAT
THIS OPENS YOUR COMPUTER TO REMOTE CODE EXECUTION.
diff --git a/doc/htmldoc/devices/index.rst b/doc/htmldoc/devices/index.rst
index 1176894c5c..4477c36a7c 100644
--- a/doc/htmldoc/devices/index.rst
+++ b/doc/htmldoc/devices/index.rst
@@ -8,7 +8,7 @@ All about devices in NEST
.. grid-item-card:: Stimulate the network
:class-title: sd-d-flex-row sd-align-minor-center
- :link: stimuate_network
+ :link: stimulate_network
:link-type: ref
.. grid-item-card:: Get data from simulation
diff --git a/doc/htmldoc/get-started_index.rst b/doc/htmldoc/get-started_index.rst
index 2bf2698ac4..277ac2e933 100644
--- a/doc/htmldoc/get-started_index.rst
+++ b/doc/htmldoc/get-started_index.rst
@@ -232,8 +232,6 @@ More topics
.. toctree::
:hidden:
- understand_index
-
.. |nav| image:: static/img/GPS-Settings-256_nest.svg
.. |script| image:: static/img/script_white.svg
:scale: 20%
diff --git a/doc/htmldoc/related_projects.rst b/doc/htmldoc/related_projects.rst
index 1bcd309ab5..06b5005e92 100644
--- a/doc/htmldoc/related_projects.rst
+++ b/doc/htmldoc/related_projects.rst
@@ -90,10 +90,10 @@ real-time operation.
TheVirtualBrain (TVB)
---------------------
-:ref:`TVB ` is a framework for the simulation of the dynamics of large-scale brain networks with
+:ref:`TVB ` is a framework for the simulation of the dynamics of large-scale brain networks with
biologically realistic connectivity.
-* :ref:`Get started with TVB `
+* :ref:`Get started with TVB `
ConnPlotter
-----------
diff --git a/doc/htmldoc/synapses/synapse_specification.rst b/doc/htmldoc/synapses/synapse_specification.rst
index f12abd2b95..c42038fbf1 100644
--- a/doc/htmldoc/synapses/synapse_specification.rst
+++ b/doc/htmldoc/synapses/synapse_specification.rst
@@ -65,7 +65,7 @@ Array parameters
Array parameters can be used with the rules ``one_to_one``, ``all_to_all``,
``fixed_total_number``, ``fixed_indegree``, and ``fixed_outdegree``.
-For details on connection rules, see :ref:`connectivity_concept`.
+For details on connection rules, see :ref:`connectivity_concepts`.
The arrays can be specified as NumPy arrays or Python
lists. As with the scalar parameters, all parameters have to be
specified as arrays of the correct type.
diff --git a/models/iaf_psc_delta.h b/models/iaf_psc_delta.h
index 2bc4fadf8a..b27e1ee035 100644
--- a/models/iaf_psc_delta.h
+++ b/models/iaf_psc_delta.h
@@ -121,6 +121,10 @@ hyperpolarization to biophysically plausible values, set parameter
.. note::
+
+ NEST uses exact integration [1]_, [2]_ to integrate subthreshold membrane
+ dynamics.
+
Spikes arriving while the neuron is refractory, are discarded by
default. If the property ``refractory_input`` is set to True, such
spikes are added to the membrane potential at the end of the
diff --git a/nestkernel/recording_backend_ascii.h b/nestkernel/recording_backend_ascii.h
index 7ec7d74b62..9b0c93915f 100644
--- a/nestkernel/recording_backend_ascii.h
+++ b/nestkernel/recording_backend_ascii.h
@@ -46,7 +46,7 @@ each MPI process. This can cause a high load on the file system in
large simulations. This backend can become prohibitively inefficient,
particularly on machines with distributed filesystems. In case you
experience such scaling problems, the :doc:`recording backend for
-SIONlib ` may be a possible alternative.
+SIONlib ` may be a possible alternative.
Filenames of data files are determined according to the following
pattern:
diff --git a/nestkernel/recording_backend_sionlib.h b/nestkernel/recording_backend_sionlib.h
index 40e6ddf183..ea7ea77753 100644
--- a/nestkernel/recording_backend_sionlib.h
+++ b/nestkernel/recording_backend_sionlib.h
@@ -47,7 +47,7 @@ a binary container file (or to a rather small set of such files). This
is especially useful for large-scale simulations running in a
distributed way on many MPI processes/OpenMP threads. In such usage
scenarios, writing to plain text files (see :doc:`recording backend
-for ASCII files `) would cause a large
+for ASCII files `) would cause a large
overhead because of the huge number of generated files and thus be
very inefficient.
diff --git a/pynest/examples/EI_clustered_network/README.rst b/pynest/examples/EI_clustered_network/README.rst
index 4f7d5a43d7..75d3961457 100644
--- a/pynest/examples/EI_clustered_network/README.rst
+++ b/pynest/examples/EI_clustered_network/README.rst
@@ -16,24 +16,24 @@ If you use this code, we ask you to cite the paper by Rostami et al. [1]_ and th
File structure
--------------
-* :doc:`run_simulation.py `: an example script to try out the EI-clustered circuit model
-* :doc:`network.py `: the main ``Network`` class with functions to build and simulate the network
-* :doc:`helper.py `: helper functions for calculation of synaptic weights and currents and plot function for raster plots
-* :doc:`network_params.py `: network and neuron parameters
-* :doc:`stimulus_params.py `: parameters for optional external stimulation
-* :doc:`sim_params.py `: simulation parameters
+* :doc:`run_simulation_EI.py `: an example script to try out the EI-clustered circuit model
+* :doc:`network_EI.py `: the main ``Network`` class with functions to build and simulate the network
+* :doc:`helper_EI.py `: helper functions for calculation of synaptic weights and currents and plot function for raster plots
+* :doc:`network_params_EI.py `: network and neuron parameters
+* :doc:`stimulus_params_EI.py `: parameters for optional external stimulation
+* :doc:`sim_params_EI.py `: simulation parameters
Running the simulation
----------------------
.. code-block:: bash
- python run_simulation.py
+ python run_simulation_EI.py
A raster plot of the network activity is saved as ``clustered_ei_raster.png``.
The code can be parallelized by using multiple threads during the NEST simulation.
-This can be done by setting the parameter ``n_vp`` in the ``run_simulation.py`` script.
+This can be done by setting the parameter ``n_vp`` in the ``run_simulation_EI.py`` script.
Contributions to this PyNEST model implementation
-------------------------------------------------
diff --git a/pynest/examples/EI_clustered_network/helper.py b/pynest/examples/EI_clustered_network/helper_EI.py
similarity index 99%
rename from pynest/examples/EI_clustered_network/helper.py
rename to pynest/examples/EI_clustered_network/helper_EI.py
index 902535849e..7ae6447d9c 100644
--- a/pynest/examples/EI_clustered_network/helper.py
+++ b/pynest/examples/EI_clustered_network/helper_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# helper.py
+# helper_EI.py
#
# This file is part of NEST.
#
diff --git a/pynest/examples/EI_clustered_network/network.py b/pynest/examples/EI_clustered_network/network_EI.py
similarity index 99%
rename from pynest/examples/EI_clustered_network/network.py
rename to pynest/examples/EI_clustered_network/network_EI.py
index 306014db17..aa7a4fe7c1 100644
--- a/pynest/examples/EI_clustered_network/network.py
+++ b/pynest/examples/EI_clustered_network/network_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# network.py
+# network_EI.py
#
# This file is part of NEST.
#
@@ -58,8 +58,8 @@ class ClusteredNetwork:
def __init__(self, sim_dict, net_dict, stim_dict):
"""Initialize the ClusteredNetwork object.
- Parameters are given and explained in the files network_params.py,
- sim_params.py and stimulus_params.py.
+ Parameters are given and explained in the files network_params_EI.py,
+ sim_params_EI.py and stimulus_params_EI.py.
Parameters
----------
diff --git a/pynest/examples/EI_clustered_network/network_params.py b/pynest/examples/EI_clustered_network/network_params_EI.py
similarity index 97%
rename from pynest/examples/EI_clustered_network/network_params.py
rename to pynest/examples/EI_clustered_network/network_params_EI.py
index c40eb9cb48..bf7c69e1e3 100644
--- a/pynest/examples/EI_clustered_network/network_params.py
+++ b/pynest/examples/EI_clustered_network/network_params_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# network_params.py
+# network_params_EI.py
#
# This file is part of NEST.
#
@@ -20,7 +20,7 @@
# along with NEST. If not, see .
"""PyNEST EI-clustered network: Network Parameters
-------------------------------------------------
+--------------------------------------------------
A dictionary with parameters defining the network and neuron parameters.
diff --git a/pynest/examples/EI_clustered_network/run_simulation.py b/pynest/examples/EI_clustered_network/run_simulation_EI.py
similarity index 98%
rename from pynest/examples/EI_clustered_network/run_simulation.py
rename to pynest/examples/EI_clustered_network/run_simulation_EI.py
index ecafa112df..1aaadceed8 100644
--- a/pynest/examples/EI_clustered_network/run_simulation.py
+++ b/pynest/examples/EI_clustered_network/run_simulation_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# run_simulation.py
+# run_simulation_EI.py
#
# This file is part of NEST.
#
diff --git a/pynest/examples/EI_clustered_network/sim_params.py b/pynest/examples/EI_clustered_network/sim_params_EI.py
similarity index 94%
rename from pynest/examples/EI_clustered_network/sim_params.py
rename to pynest/examples/EI_clustered_network/sim_params_EI.py
index 30ac2cd330..d59d57391b 100644
--- a/pynest/examples/EI_clustered_network/sim_params.py
+++ b/pynest/examples/EI_clustered_network/sim_params_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# sim_params.py
+# sim_params_EI.py
#
# This file is part of NEST.
#
@@ -20,7 +20,7 @@
# along with NEST. If not, see .
"""PyNEST EI-clustered network: Simulation Parameters
-------------------------------------------------
+-----------------------------------------------------
A dictionary with parameters defining the simulation.
diff --git a/pynest/examples/EI_clustered_network/stimulus_params.py b/pynest/examples/EI_clustered_network/stimulus_params_EI.py
similarity index 94%
rename from pynest/examples/EI_clustered_network/stimulus_params.py
rename to pynest/examples/EI_clustered_network/stimulus_params_EI.py
index f5110a11e5..687d557aa7 100644
--- a/pynest/examples/EI_clustered_network/stimulus_params.py
+++ b/pynest/examples/EI_clustered_network/stimulus_params_EI.py
@@ -1,6 +1,6 @@
# -*- coding: utf-8 -*-
#
-# stimulus_params.py
+# stimulus_params_EI.py
#
# This file is part of NEST.
#
@@ -20,7 +20,7 @@
# along with NEST. If not, see .
""" PyNEST EI-clustered network: Stimulus Parameters
------------------------------------------------
+-----------------------------------------------------
A dictionary with parameters for an optinal stimulation of clusters.